Lightweight Networks for COVID-19 Detection from Chest X-Ray Images inside a Low-Tier Android Device

• Main Authors: Bacad, Dave Jammin A, Abu, Patricia Angela R
• Format: text
• Published: Archīum Ateneo 2022
• Subjects: Chest X-Ray Imaging; COVID-19; Deep Transfer Learning; On-Device Machine Learning; Quantization; Analytical, Diagnostic and Therapeutic Techniques and Equipment; Artificial Intelligence and Robotics; Computer Sciences; Diagnosis; Medicine and Health Sciences
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/357; https://doi.org/10.1109/TENCON55691.2022.9978124
• Institution: Ateneo De Manila University

The efforts to inoculate majority of the population have been slower than expected and this is especially true for lower income countries. This problem has caused a lot of worries and further accentuates the importance of timely and effective mass testing considering the emergence of newer variants....